Takeover Tracker
37%medium risk
Loan Officers
vs

51 shared · 13 different

core competencies

37%medium risk
Securities and Commodities Traders

Side-by-Side Comparison

MetricLoan OfficersSecurities and Commodities Traders
Risk Score36.6%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile71th71th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$74,180$78,140
Employment291K472K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Scheduling Work and Activities
Interacting With Computers
Organizing, Planning, and Prioritizing Work
Resolving Conflicts and Negotiating with Others
Performing Administrative Activities
Law and Government
MonitoringAI-Augmented
Estimating the Quantifiable Characteristics of Products, Events, or Information
Monitor Processes, Materials, or Surroundings
NegotiationAI-Resistant
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Officers

29%

total discount

Securities and Commodities Traders

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Loan Officers

7 of 15 at risk
89%Compute payment schedules.
87%Submit applications to credit analysts for verification and recommendation.
86%Review loan agreements to ensure that they are complete and accurate according to policy.
86%Review and update credit and loan files.
65%Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.

Securities and Commodities Traders

6 of 15 at risk
86%Receive sales order tickets and inspect forms to determine accuracy of information.
66%Report all positions or trading results.
66%Review securities transactions to ensure conformance to regulations.
53%Buy, sell, or trade carbon emissions permits.
53%Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.

Wage Comparison

Securities and Commodities Traders earns +$3,960(+5%) vs Loan Officers
Loan OfficersSecurities and Commodities Traders
10th
$38,490$47,080
25th
$50,460$51,600
Median
$74,180$78,140
75th
$101,920$129,480
90th
$145,780$215,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Loan Officers2028–2035
Securities and Commodities Traders2028–2035
20242030203520402045

Loan Officers has a longer runway before significant displacement, projected 0 years later than Securities and Commodities Traders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Loan Officers

$47,038

from $74,180

Securities and Commodities Traders

$49,431

from $78,140

After adjusting for AI risk, Securities and Commodities Traders offers $2,394 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Loan

0

Unique to Securities

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity
Regulatory Barriers
Social Intelligence
Creativity
Loan OfficersSecurities and Commodities Traders
Find transitions from Loan OfficersFind transitions from Securities and Commodities Traders